Related Experiment Video
Updated: Feb 18, 2026

Using Continuous Data Tracking Technology to Study Exercise Adherence in Pulmonary Rehabilitation
Published on: November 8, 2013
Patient Engagement Using New Technology to Improve Adherence to Positive Airway Pressure Therapy: A Retrospective
Atul Malhotra1, Maureen E Crocker2, Leslee Willes3
1Division of Pulmonary, Critical Care and Sleep Medicine, University of California San Diego, La Jolla, CA.
Active patient engagement technology significantly improves adherence to positive airway pressure therapy for sleep apnea patients, enhancing treatment effectiveness and outcomes.
Area of Science:
- Sleep Medicine
- Medical Technology
- Cardiovascular Health
Background:
- Sleep apnea presents significant neurocognitive, cardiovascular, and metabolic risks.
- Current treatments for sleep apnea suffer from suboptimal patient adherence.
Purpose of the Study:
- To compare positive airway pressure (PAP) adherence in sleep apnea patients using active patient engagement (APE) technology versus usual care monitoring (UCM).
Main Methods:
- A large cohort study analyzed adherence data from cloud-based databases (AirView, myAir) for sleep apnea patients.
- Propensity matching (1:2 ratio) was used to compare APE and UCM groups based on baseline characteristics.
- The primary outcome was adherence defined by the US Medicare criteria.
Main Results:
- Active patient engagement technology significantly increased adherence rates (87.3% vs. 70.4%, P < .0001).
- APE patients demonstrated higher average nightly PAP usage (5.9 hours vs. 4.9 hours, P < .0001).
- Patients initially struggling with adherence showed a 17.6% absolute improvement with APE.
Conclusions:
- Integrating modern technology like APE with usual care can achieve robust therapy adherence for sleep apnea.
- Technological advancements in care management can enhance the effective and efficient treatment of sleep apnea.
- Further rigorous randomized controlled trials may be needed to inform clinical recommendations.
Related Concept Videos
Mechanical Ventilation III: Noninvasive Ventilation
Noninvasive Positive-Pressure Ventilation...
Cardiopulmonary Resuscitation II: ACLS Airway Management
Chronic Obstructive Pulmonary Disease-V: Management
Smoking Cessation
Treatment for Pulmonary Arterial Hypertension: Oxygen Therapy for Respiratory Failure
Oxygen therapy is vital in increasing and maintaining blood oxygen levels in PAH patients. As a result, it aids in reducing fatigue,...
Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies
Medical History
Chronic Obstructive Pulmonary Disease-V: Nursing Management
Assessment

